Development and validation of a risk scoring model for postoperative adult moyamoya disease

Moinay Kim1, Wonhyoung Park1, Yeongu Chung2

  • 11Department of Neurosurgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul.

Abstract

Insights

A new scoring system predicts moyamoya disease (MMD) postoperative outcomes, identifying smoking and hyperlipidemia as key modifiable risk factors. This tool aids in assessing patient prognosis and guiding treatment strategies for better functional recovery.

Area of Science:

  • Neurology
  • Neurosurgery
  • Radiology

Background:

  • The current grading system for moyamoya disease (MMD) relies heavily on angiographic findings, offering limited clinical utility for predicting patient outcomes.
  • There is a need for a clinically applicable scoring system to forecast functional recovery after MMD treatment.

Purpose of the Study:

  • To identify factors influencing postoperative outcomes in adult moyamoya disease patients.
  • To develop and validate a predictive scoring system for functional outcomes in MMD.

Main Methods:

  • Retrospective analysis of adult MMD patients (1998-2016) examining factors like age, comorbidities, smoking, imaging, and surgical techniques.
  • Multivariate analysis identified risk factors for unfavorable 6-month outcomes (modified Rankin Scale score ≥ 3).
  • A scoring system was developed and validated using prospective, multi-center data (2017-2018).

Main Results:

  • Hyperlipidemia, smoking, preoperative cerebral infarction (CT/MRI), and reduced regional cerebrovascular reserve (Diamox SPECT) were significant predictors of unfavorable outcomes.
  • A scoring system stratified patients into low-risk (0-3), intermediate-risk (4-6), and high-risk (7-9) groups.
  • The model demonstrated strong predictive performance with C-statistics of 0.812 (development) and 0.954 (validation).

Conclusions:

  • The developed scoring system is practical for predicting MMD postoperative outcomes.
  • Smoking and hyperlipidemia, the only modifiable factors, are crucial for risk assessment.
  • Internal and external validation confirmed the scoring system's generalizability and reliability.

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